{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "f8d877d5-0e18-465f-8f02-bb42d44a9f46",
   "metadata": {
    "jp-MarkdownHeadingCollapsed": true
   },
   "source": [
    "# 折叠内容：偶极场磁力线"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 32,
   "id": "55af7a46-e7eb-4228-be43-e7951b65d54c",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 800x800 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "import numpy as np\n",
    "import matplotlib.pyplot as plt\n",
    "from scipy.integrate import solve_ivp\n",
    "\n",
    "# 定义脉冲星常数\n",
    "mu = 1.0e30   # 假设的磁偶极子矩\n",
    "R = 1.0e6    # 星体半径 (cm)\n",
    "\n",
    "# 定义磁场微分方程\n",
    "def magnetic_field_line_equations(t, pos, mu):\n",
    "    x, y, z = pos\n",
    "    r = np.sqrt(x**2 + y**2 + z**2)\n",
    "    Bdx = (mu / r**5) * (3 * x * z)\n",
    "    Bdy = (mu / r**5) * (3 * y * z)\n",
    "    Bdz = (mu / r**5) * (3 * z**2 - r**2)\n",
    "    Bd = np.sqrt(Bdx**2 + Bdy**2 + Bdz**2)\n",
    "    return [Bdx / Bd, Bdy / Bd, Bdz / Bd]\n",
    "\n",
    "# **自动生成均匀分布的起点**\n",
    "angles = np.radians(np.linspace(-30,30, 30))  # 9个等间隔的角度\n",
    "initial_positions = [(R * np.sin(theta), 0, R * np.cos(theta)) for theta in angles]\n",
    "\n",
    "# 设定时间范围 (以 R 为单位)\n",
    "t_span = (0, 10 * R)  # 控制磁力线长度\n",
    "t_eval = np.linspace(*t_span, 200)  # 细化积分步长\n",
    "\n",
    "# 画图\n",
    "fig, ax = plt.subplots(figsize=(8, 8))\n",
    "\n",
    "# 画出脉冲星（空心圆形），归一化半径为 1\n",
    "ax.plot([0, 0], [1, 2], color='green', linewidth=1, linestyle='solid')  # 代表磁轴\n",
    "ax.arrow(0, 0.90, 0, 0.05, head_width=0.01, head_length=0.01, fc='blue', ec='blue')\n",
    "ax.scatter(0, 0.92, color='red', s=40)\n",
    "pulsar = plt.Circle((0, 0), 1, edgecolor='black', facecolor='none', lw=1)\n",
    "ax.add_patch(pulsar)\n",
    "\n",
    "# 绘制磁力线\n",
    "for x0, y0, z0 in initial_positions:\n",
    "    sol = solve_ivp(\n",
    "        magnetic_field_line_equations, t_span, [x0, y0, z0],\n",
    "        args=(mu,), t_eval=t_eval, method='RK45'\n",
    "    )\n",
    "    x, y = sol.y[0] / R, sol.y[2] / R  # 归一化坐标 (x, z)\n",
    "    plt.plot(x, y, color='black', linewidth=1,linestyle='dashed')  \n",
    "\n",
    "# 设置图表格式，确保坐标轴比例相等\n",
    "plt.xlabel(r\"$x/R$\")\n",
    "plt.ylabel(r\"$z/R$\")\n",
    "plt.xlim(-0.5, 0.5)\n",
    "plt.ylim(0.9, 1.5)\n",
    "plt.gca().set_aspect('equal')  # 确保脉冲星为正圆\n",
    "plt.grid(False)  # 关闭网格\n",
    "# plt.legend()  # 移除图例\n",
    "plt.show()\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "a5e838c4-8bbf-4971-bc34-a47cfe38095c",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Total Magnetic Field Components (Bs_r, Bs_theta, Bs_phi): 192219515866.70602 192713636226.19937 -12469931.246378884\n"
     ]
    }
   ],
   "source": [
    "import sympy as sp\n",
    "import numpy as np\n",
    "\n",
    "# ✅ 定义符号变量（用于解析计算）\n",
    "r, theta, phi = sp.symbols('r theta phi')  # 球坐标变量\n",
    "B_r, B_theta, B_phi = sp.symbols('B_r B_theta B_phi')  # 总磁场分量 Bs\n",
    "\n",
    "# ✅ 计算 Theta_1 和 Phi_1（公式 2.12, 2.13）\n",
    "Theta_1 = B_theta / (r * B_r)\n",
    "Phi_1 = B_phi / (r * B_r * sp.sin(theta))\n",
    "\n",
    "# ✅ 计算 S1（公式 2.17）\n",
    "S1 = 1 + r**2 * Theta_1**2 + r**2 * sp.sin(theta)**2 * Phi_1**2\n",
    "\n",
    "# ✅ 计算 ds/dr（公式 2.15）\n",
    "ds_dr = S1\n",
    "\n",
    "# ✅ 计算曲率 rho_c（公式 2.14）\n",
    "d2r_dr2, d2s_dr2 = sp.symbols('d2r_dr2 d2s_dr2')  # 二阶导数\n",
    "rho_c = (ds_dr**(-3)) * abs(d2r_dr2 * ds_dr - d2s_dr2)\n",
    "\n",
    "# ✅ 计算 Theta_2 和 Phi_2（公式 2.17）\n",
    "Theta_2 = sp.diff(Theta_1, r)\n",
    "Phi_2 = sp.diff(Phi_1, r)\n",
    "\n",
    "# ✅ 计算 S2（公式 2.17）\n",
    "S2 = S1**(-1) * (r*Theta_1**2 + r**2*Theta_1*Theta_2 + r*Phi_1**2*sp.sin(theta)**2 +\n",
    "                 r**2*Phi_1*Phi_2*sp.sin(theta)**2 + r**2*Theta_1*Phi_1**2*sp.sin(theta)*sp.cos(theta))\n",
    "\n",
    "# ✅ 计算 X1, Y1, Z1（公式 2.17）\n",
    "X1 = sp.sin(theta) * sp.cos(phi) + r*Theta_1 * sp.cos(theta) * sp.cos(phi) - r*Phi_1 * sp.sin(theta) * sp.sin(phi)\n",
    "Y1 = sp.sin(theta) * sp.sin(phi) + r*Theta_1 * sp.cos(theta) * sp.sin(phi) + r*Phi_1 * sp.sin(theta) * sp.cos(phi)\n",
    "Z1 = sp.cos(theta) - r*Theta_1 * sp.sin(theta)\n",
    "\n",
    "# ✅ 计算 X2, Y2, Z2（公式 2.17）\n",
    "X2 = (2*Theta_1 + r*Theta_2) * sp.cos(theta) * sp.cos(phi) - (2*Phi_1 + r*Phi_2) * sp.sin(theta) * sp.sin(phi) - \\\n",
    "     r*(Theta_1**2 + Phi_1**2) * sp.sin(theta) * sp.cos(phi) + 2*r*Theta_1*Phi_1 * sp.cos(theta) * sp.sin(phi)\n",
    "\n",
    "Y2 = (2*Theta_1 + r*Theta_2) * sp.cos(theta) * sp.sin(phi) + (2*Phi_1 + r*Phi_2) * sp.sin(theta) * sp.cos(phi) - \\\n",
    "     r*(Theta_1**2 + Phi_1**2) * sp.sin(theta) * sp.sin(phi) + 2*r*Theta_1*Phi_1 * sp.cos(theta) * sp.cos(phi)\n",
    "\n",
    "Z2 = -Theta_1 * sp.sin(theta) - r*Theta_2 * sp.sin(theta) - r*Theta_1**2 * sp.cos(theta)\n",
    "\n",
    "# ✅ 计算局部磁场分量（局部磁矩影响）\n",
    "def compute_Bm_components(theta_r, phi_r, theta_m, phi_m, r, theta, phi, R, m):\n",
    "    sin_tr, cos_tr = np.sin(theta_r), np.cos(theta_r)\n",
    "    sin_t, cos_t = np.sin(theta), np.cos(theta)\n",
    "    sin_pr, cos_pr = np.sin(phi - phi_r), np.cos(phi - phi_r)\n",
    "    sin_pm, cos_pm = np.sin(phi - phi_m), np.cos(phi - phi_m)\n",
    "\n",
    "    rs_r = 0.9 * R * (sin_tr * sin_t * cos_pr + cos_tr * cos_t)\n",
    "    rs_theta = 0.9 * R * (sin_tr * cos_t * cos_pr - cos_tr * sin_t)\n",
    "    rs_phi = -0.9 * R * sin_tr * sin_pr\n",
    "\n",
    "    m_r = m * (np.sin(theta_m) * sin_t * cos_pm + np.cos(theta_m) * cos_t)\n",
    "    m_theta = m * (np.sin(theta_m) * cos_t * cos_pm - np.cos(theta_m) * sin_t)\n",
    "    m_phi = -m * np.sin(theta_m) * np.sin(phi - phi_m)\n",
    "\n",
    "    D = np.maximum((0.9 * R) ** 2 + r ** 2 - 2 * 0.9 * R * r * (sin_tr * sin_t * cos_pr + cos_tr * cos_t), 1e-8)\n",
    "    T = m_r * r - (m_r * rs_r + m_theta * rs_theta)\n",
    "\n",
    "    D_pow = D ** 2.5\n",
    "    Bm_r = -(3 * T * rs_r - 3 * T * r + D * m_r) / D_pow\n",
    "    Bm_theta = -(3 * T * rs_theta + D * m_theta) / D_pow\n",
    "    Bm_phi = -(3 * T * rs_phi + D * m_phi) / D_pow\n",
    "\n",
    "    return Bm_r, Bm_theta, Bm_phi\n",
    "\n",
    "# ✅ 计算总磁场 Bs\n",
    "def total_magnetic_field(mu, params, R, x, y, z):\n",
    "    r = np.sqrt(x**2 + y**2 + z**2)\n",
    "    theta = np.arccos(np.clip(z / (r + 1e-8), -1.0, 1.0))\n",
    "    phi = np.arctan2(y, x)\n",
    "\n",
    "    Bd_x = (mu / r**5) * (3 * x * z)\n",
    "    Bd_y = (mu / r**5) * (3 * y * z)\n",
    "    Bd_z = (mu / r**5) * (3 * z**2 - r**2)\n",
    "\n",
    "    Bm_r_total, Bm_theta_total, Bm_phi_total = 0, 0, 0\n",
    "    for (theta_r, phi_r, theta_m, phi_m, m) in params:\n",
    "        Bm_r, Bm_theta, Bm_phi = compute_Bm_components(theta_r, phi_r, theta_m, phi_m, r, theta, phi, R, m)\n",
    "        Bm_r_total += Bm_r\n",
    "        Bm_theta_total += Bm_theta\n",
    "        Bm_phi_total += Bm_phi\n",
    "\n",
    "    Bs_r = Bd_x + Bm_r_total\n",
    "    Bs_theta = Bd_y + Bm_theta_total\n",
    "    Bs_phi = Bd_z + Bm_phi_total\n",
    "\n",
    "    return Bs_r, Bs_theta, Bs_phi\n",
    "\n",
    "# ✅ 设定磁矩参数\n",
    "theta_r1, phi_r1, theta_m1, phi_m1 = np.radians(4), np.radians(0), np.radians(5), np.radians(0)\n",
    "theta_r2, phi_r2, theta_m2, phi_m2 = np.radians(5), np.radians(180), np.radians(170), np.radians(180)\n",
    "params = [(theta_r1, phi_r1, theta_m1, phi_m1, 4.5e27), (theta_r2, phi_r2, theta_m2, phi_m2, 4.5e27)]\n",
    "\n",
    "# ✅ 计算 B_s 并应用到公式\n",
    "Bs_r, Bs_theta, Bs_phi = total_magnetic_field(1.0e30, params, 1.0e6, 1.0e6, 1.0e6, 1.0e6)\n",
    "\n",
    "print(\"Total Magnetic Field Components (Bs_r, Bs_theta, Bs_phi):\", Bs_r, Bs_theta, Bs_phi)\n"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "a4eb4813-b8c9-49c1-a95a-cefd6306908d",
   "metadata": {},
   "source": [
    "# 绘制脉冲星磁力线"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "18c0ff73-26c6-4f48-a0ee-ae0c686a015c",
   "metadata": {
    "jp-MarkdownHeadingCollapsed": true
   },
   "source": [
    "## 调用包"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 52,
   "id": "4d789057-e9ea-4d40-9221-299d84b74a72",
   "metadata": {},
   "outputs": [],
   "source": [
    "import numpy as np\n",
    "import sympy as sp\n",
    "import matplotlib.pyplot as plt\n",
    "from scipy.integrate import solve_ivp"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "8ed07643-10ab-4d9a-a304-40a8053b84d8",
   "metadata": {
    "jp-MarkdownHeadingCollapsed": true
   },
   "source": [
    "## 常数"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "id": "573fd410-1eb4-44cb-aa8f-cd7b332499c8",
   "metadata": {},
   "outputs": [],
   "source": [
    "R = 1.0e6  # 星体半径 (cm)\n",
    "epsilon = 1e-8  # 避免除零\n",
    "mu = 1.0e30  # 脉冲星磁偶极子\n",
    "m1, m2 = 4.5e27, 4.5e27  # 局部磁矩"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "f1d5f764-99a3-4e79-8a93-98d846453f50",
   "metadata": {
    "jp-MarkdownHeadingCollapsed": true
   },
   "source": [
    "## 定义偏轴热斑磁场ΣBm"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "id": "87c6ea98-a290-445c-ad7d-703eca6b5201",
   "metadata": {},
   "outputs": [],
   "source": [
    "def compute_Bm_components(theta_r, phi_r, theta_m, phi_m, r, theta, phi, R, m):\n",
    "    sin_tr, cos_tr = np.sin(theta_r), np.cos(theta_r)\n",
    "    sin_t, cos_t = np.sin(theta), np.cos(theta)\n",
    "    sin_pr, cos_pr = np.sin(phi - phi_r), np.cos(phi - phi_r)\n",
    "    sin_pm, cos_pm = np.sin(phi - phi_m), np.cos(phi - phi_m)\n",
    "\n",
    "    rs_r = 0.9 * R * (sin_tr * sin_t * cos_pr + cos_tr * cos_t)\n",
    "    rs_theta = 0.9 * R * (sin_tr * cos_t * cos_pr - cos_tr * sin_t)\n",
    "    rs_phi = -0.9 * R * sin_tr * sin_pr\n",
    "\n",
    "    m_r = m * (np.sin(theta_m) * sin_t * cos_pm + np.cos(theta_m) * cos_t)\n",
    "    m_theta = m * (np.sin(theta_m) * cos_t * cos_pm - np.cos(theta_m) * sin_t)\n",
    "    m_phi = -m * np.sin(theta_m) * np.sin(phi - phi_m)\n",
    "\n",
    "    D = np.maximum((0.9 * R) ** 2 + r ** 2 - 2 * 0.9 * R * r * (sin_tr * sin_t * cos_pr + cos_tr * cos_t), epsilon)\n",
    "    T = m_r * r - (m_r * rs_r + m_theta * rs_theta)\n",
    "\n",
    "    D_pow = D ** 2.5\n",
    "    Bm_r = -(3 * T * rs_r - 3 * T * r + D * m_r) / D_pow\n",
    "    Bm_theta = -(3 * T * rs_theta + D * m_theta) / D_pow\n",
    "    Bm_phi = -(3 * T * rs_phi + D * m_phi) / D_pow\n",
    "\n",
    "    return Bm_r, Bm_theta, Bm_phi"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "4ccb70bc-0153-4596-b843-97f1b16bad77",
   "metadata": {},
   "source": [
    "## 计算总磁场Bs"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 86,
   "id": "c733c494-cbb1-40c0-bded-b200d54f3e63",
   "metadata": {},
   "outputs": [],
   "source": [
    "def total_magnetic_field(t, y, mu, params, R):\n",
    "    x, y, z = y\n",
    "    r = np.sqrt(x**2 + y**2 + z**2)\n",
    "    theta = np.arccos(np.clip(z / (r + epsilon), -1.0, 1.0))\n",
    "    phi = np.arctan2(y, x)\n",
    "\n",
    "    # 计算偶极子磁场\n",
    "    Bd_x = (mu / r**5) * (3 * x * z)\n",
    "    Bd_y = (mu / r**5) * (3 * y * z)\n",
    "    Bd_z = (mu / r**5) * (3 * z**2 - r**2)\n",
    "    \n",
    "    # 计算局部磁矩\n",
    "    Bm_r_total, Bm_theta_total, Bm_phi_total = 0, 0, 0\n",
    "    for (theta_r, phi_r, theta_m, phi_m, m) in params:\n",
    "        Bm_r, Bm_theta, Bm_phi = compute_Bm_components(theta_r, phi_r, theta_m, phi_m, r, theta, phi, R, m)\n",
    "        Bm_r_total += Bm_r\n",
    "        Bm_theta_total += Bm_theta\n",
    "        Bm_phi_total += Bm_phi\n",
    "\n",
    "    # 转换局部磁场到笛卡尔坐标\n",
    "    Bm_x = Bm_r_total * np.sin(theta) * np.cos(phi) + Bm_theta_total * np.cos(theta) * np.cos(phi) - Bm_phi_total * np.sin(phi)\n",
    "    Bm_y = Bm_r_total * np.sin(theta) * np.sin(phi) + Bm_theta_total * np.cos(theta) * np.sin(phi) + Bm_phi_total * np.cos(phi)\n",
    "    Bm_z = Bm_r_total * np.cos(theta) - Bm_theta_total * np.sin(theta)\n",
    "\n",
    "    # 计算总磁场\n",
    "    Bs_x, Bs_y, Bs_z = Bd_x + Bm_x, Bd_y + Bm_y, Bd_z + Bm_z\n",
    "    Bs_mag = np.sqrt(Bs_x**2 + Bs_y**2 + Bs_z**2 + epsilon)\n",
    "    \n",
    "    if Bs_mag < 1e-8:\n",
    "        return [Bs_x, Bs_y, Bs_z]  # 避免返回零向量\n",
    "    \n",
    "    return [Bs_x / Bs_mag, Bs_y / Bs_mag, Bs_z / Bs_mag]"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "a3a0e4c1-0651-48d8-9396-bc6c4d9486ed",
   "metadata": {},
   "source": [
    "## 设定偏轴热斑磁场参数"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 89,
   "id": "87f0485a-83c8-42d5-aac0-c7fa905ab71e",
   "metadata": {},
   "outputs": [],
   "source": [
    "theta_r1, phi_r1, theta_m1, phi_m1 = np.radians(4), np.radians(0), np.radians(5), np.radians(0)\n",
    "theta_r2, phi_r2, theta_m2, phi_m2 = np.radians(5), np.radians(180), np.radians(170), np.radians(180)\n",
    "params = [(theta_r1, phi_r1, theta_m1, phi_m1, m1), (theta_r2, phi_r2, theta_m2, phi_m2, m2)]"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "f57e142d-a15e-40a7-9968-3936225fd9a3",
   "metadata": {},
   "source": [
    "## 绘制磁力线"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 92,
   "id": "c8d6e602-c109-4b1e-a940-cd4efc74061c",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 800x800 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# ✅ 画图\n",
    "fig, ax = plt.subplots(figsize=(8, 8))\n",
    "ax.set_xlim(-0.5, 0.5)\n",
    "ax.set_ylim(0.9, 1.5)\n",
    "ax.set_aspect('equal')\n",
    "ax.add_patch(plt.Circle((0, 0), 1, edgecolor='black', facecolor='white', lw=2, zorder=100))\n",
    "\n",
    "# ✅ 反向绘制磁力线 (XZ 平面, 终点 r=R)\n",
    "for theta in np.radians(np.arange(-40, 42, 2)):\n",
    " \n",
    "    \n",
    "    x_end = 2 * R * np.sin(theta)\n",
    "    z_end = 2 * R * np.cos(theta)\n",
    "    t_span = [0, -1e7]\n",
    "    t_eval = np.linspace(0, -1e7, 1000)\n",
    "    sol = solve_ivp(total_magnetic_field, t_span, [x_end, 0, z_end], args=(mu, params, R), t_eval=t_eval, method='LSODA')\n",
    "    if sol.success and len(sol.y[0]) > 1:\n",
    "        ax.plot(sol.y[0] / R, sol.y[2] / R, color='black', label=f'θ={np.degrees(theta):.0f}°')\n",
    "\n",
    "# 定义磁场微分方程（单位方向的磁力线）\n",
    "def magnetic_field_line_equations(t, pos, mu):\n",
    "    x, y, z = pos\n",
    "    r = np.sqrt(x**2 + y**2 + z**2)\n",
    "    \n",
    "    if r == 0:\n",
    "        return [0, 0, 0]  # 避免除零问题\n",
    "\n",
    "    Bdx = (mu / r**5) * (3 * x * z)\n",
    "    Bdy = (mu / r**5) * (3 * y * z)\n",
    "    Bdz = (mu / r**5) * (3 * z**2 - r**2)\n",
    "\n",
    "    Bd = np.sqrt(Bdx**2 + Bdy**2 + Bdz**2)  # 归一化磁场方向\n",
    "    return [Bdx / Bd, Bdy / Bd, Bdz / Bd]\n",
    "\n",
    "# 角度范围（θ 角的采样）\n",
    "angles = np.radians(np.arange(-40, 42, 2))\n",
    "\n",
    "# 反向积分磁力线\n",
    "for theta in angles:\n",
    "    x_end = 2 * R * np.sin(theta)\n",
    "    z_end = 2 * R * np.cos(theta)\n",
    "    \n",
    "    # 反向积分磁力线\n",
    "    t_span = [0, -1e7]  # 反向时间\n",
    "    t_eval = np.linspace(0, -1e7, 1000)  # 时间步长\n",
    "\n",
    "    sol = solve_ivp(\n",
    "        magnetic_field_line_equations, t_span, [x_end, 0, z_end],\n",
    "        args=(mu,), t_eval=t_eval, method='LSODA'\n",
    "    )\n",
    "\n",
    "    if sol.success and len(sol.y[0]) > 1:\n",
    "        ax.plot(sol.y[0] / R, sol.y[2] / R, color='black', linestyle='dashed', linewidth=1)\n",
    "\n",
    "ax.set_xlabel('X/R')\n",
    "ax.set_ylabel('Z/R')\n",
    "ax.set_title('Reverse Integrated Magnetic Field Lines (XZ Plane)')\n",
    "ax.legend([],[], frameon=False)\n",
    "plt.show()\n"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "7589371e-9b42-45d1-90c7-ff4dddd42214",
   "metadata": {},
   "source": [
    "# 计算曲率"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "7c053ebb-2b14-4abb-9511-dcd1b98d2d61",
   "metadata": {},
   "source": [
    "## 转换为球坐标"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 99,
   "id": "bab38629-df9e-43c3-a04d-a344495a35a7",
   "metadata": {},
   "outputs": [],
   "source": [
    "def cartesian_to_spherical_B(Bx, By, Bz, theta, phi):\n",
    "    Bd_r = Bx * np.sin(theta) * np.cos(phi) + By * np.sin(theta) * np.sin(phi) + Bz * np.cos(theta)\n",
    "    Bd_theta = Bx * np.cos(theta) * np.cos(phi) + By * np.cos(theta) * np.sin(phi) - Bz * np.sin(theta)\n",
    "    Bd_phi = -Bx * np.sin(phi) + By * np.cos(phi)\n",
    "    return Bd_r, Bd_theta, Bd_phi\n",
    "    \n",
    "def dipole_field_cartesian(x, y, z, mu):\n",
    "    r = np.sqrt(x**2 + y**2 + z**2)\n",
    "    Bd_x = (mu / r**5) * (3 * x * z)\n",
    "    Bd_y = (mu / r**5) * (3 * y * z)\n",
    "    Bd_z = (mu / r**5) * (3 * z**2 - r**2)\n",
    "    return Bd_x, Bd_y, Bd_z\n",
    "    \n",
    "def total_magnetic_field_spherical(t, y_vec, mu, params, R):\n",
    "    x, y, z = y_vec\n",
    "    r = np.sqrt(x**2 + y**2 + z**2)\n",
    "    theta = np.arccos(np.clip(z / (r + epsilon), -1.0, 1.0))\n",
    "    phi = np.arctan2(y, x)\n",
    "\n",
    "    Bd_x, Bd_y, Bd_z = dipole_field_cartesian(x, y, z, mu)\n",
    "\n",
    "    # 转换为球坐标\n",
    "    Bd_r, Bd_theta, Bd_phi = cartesian_to_spherical_B(Bd_x, Bd_y, Bd_z, theta, phi)\n",
    "\n",
    "    # 累加局部磁矩的球坐标分量\n",
    "    Bm_r_total, Bm_theta_total, Bm_phi_total = 0.0, 0.0, 0.0\n",
    "    for (theta_r, phi_r, theta_m, phi_m, m) in params:\n",
    "        Bm_r, Bm_theta, Bm_phi = compute_Bm_components(theta_r, phi_r, theta_m, phi_m, r, theta, phi, R, m)\n",
    "        Bm_r_total += Bm_r\n",
    "        Bm_theta_total += Bm_theta\n",
    "        Bm_phi_total += Bm_phi\n",
    "\n",
    "    # 总磁场的球坐标分量\n",
    "    Bs_r = Bd_r + Bm_r_total\n",
    "    Bs_theta = Bd_theta + Bm_theta_total\n",
    "    Bs_phi = Bd_phi + Bm_phi_total\n",
    "    return Bs_r, Bs_theta, Bs_phi\n",
    "    \n",
    "Bs_r, Bs_theta, Bs_phi = total_magnetic_field_spherical(t, y, mu, params, R)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "d5ec46ee-6bdc-420e-92f6-24e2f6e2a429",
   "metadata": {},
   "source": [
    "## 计算theta1，Θ2；Φ1，Φ2"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 102,
   "id": "cf03efbf-8cff-4b70-a1c1-d52d70e4730f",
   "metadata": {},
   "outputs": [],
   "source": [
    "def compute_theta_phi_1(Bs_r, Bs_theta, Bs_phi, r, theta):\n",
    "    Theta_1 = Bs_theta / (r * Bs_r + epsilon)\n",
    "    Phi_1 = Bs_phi / (r * Bs_r * np.sin(theta) + epsilon)\n",
    "    return Theta_1, Phi_1\n",
    "\n",
    "def compute_theta_phi_2(t, y_vec, mu, params, R, dr=1e4):\n",
    "    # 当前点 r, θ, φ\n",
    "    x, y, z = y_vec\n",
    "    r = np.sqrt(x**2 + y**2 + z**2)\n",
    "    theta = np.arccos(np.clip(z / (r + epsilon), -1.0, 1.0))\n",
    "    \n",
    "    # 前后偏移 r 点坐标（沿径向）\n",
    "    scale_plus = (r + dr) / r\n",
    "    scale_minus = (r - dr) / r\n",
    "    y_plus = np.array([x, y, z]) * scale_plus\n",
    "    y_minus = np.array([x, y, z]) * scale_minus\n",
    "\n",
    "    # 三点计算 Bs\n",
    "    Bs_r_0, Bs_theta_0, Bs_phi_0 = total_magnetic_field_spherical(t, y_vec, mu, params, R)\n",
    "    Bs_r_p, Bs_theta_p, Bs_phi_p = total_magnetic_field_spherical(t, y_plus, mu, params, R)\n",
    "    Bs_r_m, Bs_theta_m, Bs_phi_m = total_magnetic_field_spherical(t, y_minus, mu, params, R)\n",
    "\n",
    "    # Θ₁, Φ₁ 在当前点\n",
    "    Theta_1, Phi_1 = compute_theta_phi_1(Bs_r_0, Bs_theta_0, Bs_phi_0, r, theta)\n",
    "\n",
    "    # Θ₁ 前后点\n",
    "    Theta_p, _ = compute_theta_phi_1(Bs_r_p, Bs_theta_p, Bs_phi_p, r + dr, theta)\n",
    "    Theta_m, _ = compute_theta_phi_1(Bs_r_m, Bs_theta_m, Bs_phi_m, r - dr, theta)\n",
    "\n",
    "    # Φ₁ 前后点\n",
    "    _, Phi_p = compute_theta_phi_1(Bs_r_p, Bs_theta_p, Bs_phi_p, r + dr, theta)\n",
    "    _, Phi_m = compute_theta_phi_1(Bs_r_m, Bs_theta_m, Bs_phi_m, r - dr, theta)\n",
    "\n",
    "    # 中心差分导数：Θ₂ ≈ (Θ₊ - Θ₋)/(2dr)\n",
    "    Theta_2 = (Theta_p - Theta_m) / (2 * dr)\n",
    "    Phi_2 = (Phi_p - Phi_m) / (2 * dr)\n",
    "\n",
    "    return Theta_1, Theta_2, Phi_1, Phi_2\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 148,
   "id": "725586e3-faf4-474c-ba23-a1b896e47b62",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Theta_1 = 8.891320560749563e-08\n",
      "Theta_2 = -7.891833202792557e-13\n",
      "Phi_1 = 4.1865704967970562e-22\n",
      "Phi_2 = -2.5327177960587508e-27\n"
     ]
    }
   ],
   "source": [
    "# 给定一个点的位置\n",
    "t = 0\n",
    "y = [- 0.025 * R, 0, 1.25 * R]  # 你可以换成其他点，比如极区、赤道附近\n",
    "\n",
    "Theta_1, Theta_2, Phi_1, Phi_2 = compute_theta_phi_2(t, y, mu, params, R)\n",
    "print(\"Theta_1 =\", Theta_1)\n",
    "print(\"Theta_2 =\", Theta_2)\n",
    "print(\"Phi_1 =\", Phi_1)\n",
    "print(\"Phi_2 =\", Phi_2)\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 140,
   "id": "80dec7b6-9f03-4cd8-89d1-28dbec4e61dd",
   "metadata": {},
   "outputs": [
    {
     "data": {
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      "text/plain": [
       "<Figure size 1200x500 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "t_span = [0, -1e7]\n",
    "t_eval = np.linspace(t_span[0], t_span[1], 500)\n",
    "x0, z0 = 2 * R * np.sin(np.radians(10)), 2 * R * np.cos(np.radians(10))  # 选一根你关心的磁力线\n",
    "y0 = [x0, 0, z0]\n",
    "\n",
    "sol = solve_ivp(\n",
    "    total_magnetic_field, t_span, y0, args=(mu, params, R),\n",
    "    t_eval=t_eval, method='LSODA'\n",
    ")\n",
    "z_vals = []\n",
    "Theta1_vals = []\n",
    "Theta2_vals = []\n",
    "Phi1_vals = []\n",
    "Phi2_vals = []\n",
    "\n",
    "for i in range(len(sol.t)):\n",
    "    pos = sol.y[:, i]  # 当前点 [x, y, z]\n",
    "    r = np.sqrt(np.sum(pos**2))\n",
    "    z = pos[2]\n",
    "    \n",
    "    try:\n",
    "        th1, th2, ph1, ph2 = compute_theta_phi_2(t=0, y_vec=pos, mu=mu, params=params, R=R)\n",
    "        z_vals.append(z / R)\n",
    "        Theta1_vals.append(th1)\n",
    "        Theta2_vals.append(th2)\n",
    "        Phi1_vals.append(ph1)\n",
    "        Phi2_vals.append(ph2)\n",
    "    except Exception as e:\n",
    "        # 忽略非法点\n",
    "        continue\n",
    "# 绘图：Θ₁、Θ₂、Φ₁、Φ₂ 随 z/R 的变化\n",
    "fig, (ax1, ax2) = plt.subplots(1, 2, figsize=(12, 5), sharex=True)\n",
    "\n",
    "# ---- 子图1：Theta_1 和 Theta_2 ----\n",
    "ax1.plot(z_vals, Theta1_vals, label=r'$\\Theta_1$', color='blue')\n",
    "ax1.plot(z_vals, Theta2_vals, label=r'$\\Theta_2$', color='orange')\n",
    "ax1.set_title(r'$\\Theta_1$ and $\\Theta_2$ vs $z/R$')\n",
    "ax1.set_xlabel('z / R')\n",
    "ax1.set_ylabel('Theta Derivatives')\n",
    "ax1.set_xlim(0, 0.5)\n",
    "ax1.set_xticks(np.arange(0.1, 0.51, 0.1))\n",
    "ax1.set_xticks(np.arange(0, 0.52, 0.02), minor=True)\n",
    "ax1.legend()\n",
    "ax1.grid(False)\n",
    "\n",
    "# ---- 子图2：Phi_1 和 Phi_2 ----\n",
    "ax2.plot(z_vals, Phi1_vals, label=r'$\\Phi_1$', color='green')\n",
    "ax2.plot(z_vals, Phi2_vals, label=r'$\\Phi_2$', color='red')\n",
    "ax2.set_title(r'$\\Phi_1$ and $\\Phi_2$ vs $z/R$')\n",
    "ax2.set_xlabel('z / R')\n",
    "ax2.set_ylabel('Phi Derivatives')\n",
    "ax2.set_xlim(0, 0.5)\n",
    "ax2.set_xticks(np.arange(0.1, 0.51, 0.1))\n",
    "ax2.set_xticks(np.arange(0, 0.52, 0.02), minor=True)\n",
    "ax2.legend()\n",
    "ax2.grid(False)\n",
    "\n",
    "plt.tight_layout()\n",
    "plt.show()\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "f587f725-8759-42ee-a9f6-a840dd03cf5b",
   "metadata": {},
   "outputs": [],
   "source": []
  }
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